Author

Mangal Prakash

Johnson & Johnson (United States)Primary ORCID profile (0000-0002-6351-0281 · 4 papers)Unclaimed ORCID profile · follow to get notified of new preprints

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Mangal PrakashiD4 papers · Center for Systems Biology Dresden

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:DNA methylation· 1 Assay:multiome· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Artem Moskalev· 1 shared Justin Kemp ScheeriD· 1 shared Peter A. DiMaggioiD· 1 shared Rui LiaoiD· 1 shared Steven Combs· 1 shared Tommaso MansiiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Artem Moskalev

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1 paper

Recent·Most cited

Bridging biomolecular modalities for knowledge transfer in bio-language models

Mangal Prakash, Artem Moskalev, Peter A. DiMaggio, Steven Combs, Tommaso Mansi, Justin Kemp Scheer, Rui Liao

This paper adapts DNA and protein bio-language models for mRNA-focused tasks through various finetuning techniques, showing that medium-scale models perform best for cross-modal knowledge transfer.

bioRxiv · Oct 15, 2024 · PreprintBioinformatics